Data engineering

Data Pipelines Built To Handle Scale

You need data infrastructure that keeps up with your business, not one that breaks under volume. Our engineers build pipelines that scale with you.

Speak with us
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175+ full-time employees
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Roc360 logo with stylized R and 360° text.
FragranceNet.com logo with a vintage perfume atomizer icon and the tagline 'Trusted online since 1997.'
Elevate Aviation Group logo in white text.
Gensler company logo in white text on transparent background.
FrankCrum company logo with stylized hexagonal symbol.
PFL logo with a crown above the letters.
ServiceTitan company logo with a stylized lion's head to the left of the text.
First Stop Health company logo.
Quicken white logo
Generac brand logo in white text on transparent background.
APA poolplayers.com logo with hand holding a pool cue and ball.
Proven data expertise

Your data pipeline is reliable and built to scale

We build data engineering pipelines that move, clean, and structure information at scale using tools like Snowflake, Kafka, and Hadoop. Our engineers architect systems that process millions of records reliably while remaining flexible enough to evolve with your business.

Pipeline Architecture

We design ETL and streaming pipelines that move data reliably between your systems, applications, and reporting tools.

Data Warehousing

We build data warehouses using Snowflake and other platforms that consolidate your data for analysis.

Stream Processing

We build real-time data pipelines using Kafka for immediate processing needs.

Data Quality & Governance

We implement validation, monitoring, and governance frameworks that keep your data accurate, consistent, and trustworthy at every stage.

Data Implementation

High-performance data pipeline capabilities

Every engagement is an opportunity to deliver custom results that are unique to your business and desired outcomes. Our architects and engineers will build solutions that deliver results and adapt to your growing needs. Here are some examples of how we achieve results:

Pipeline Architecture & ETL Development
  • ETL Pipeline Design: Build extraction, transformation, and loading processes at scale
  • Batch Processing: Automate recurring data jobs using modern orchestration tools
  • Data Integration: Connect disparate systems into unified pipelines
Data Warehousing & Storage
  • Warehouse Architecture: Design Snowflake and cloud data warehouses for analysis
  • Schema Design: Structure data models for performance and scalability
  • Data Lake Implementation: Store structured and unstructured data at scale
Real-Time Stream Processing
  • Kafka Implementation: Build real-time streaming pipelines for immediate processing
  • Event-Driven Architecture: Design systems that react to data as it arrives
  • Processing at Scale: Handle millions of records with Hadoop and distributed systems
  • Latency Optimization: Reduce processing time for time-sensitive data
Data Quality & Governance
  • Validation Frameworks: Catch data quality issues before they reach reporting
  • Governance Standards: Establish accountability and access controls for data
Engagement Models

Your needs, your way of working.

The right engagement model reduces risk, accelerates delivery, and lowers total cost.

Specialized Services

Clarify your data flow, strengthen pipelines, reduce risk.

We offer specialized data engineering services to clarify your architecture, strengthen your pipelines, and reduce the risk of data loss.

Data Architecture Consulting

We assess your current data flow and recommend the right pipeline and storage architecture.

Pipeline Audits

We audit existing data pipelines to uncover bottlenecks, failure points, and data quality issues before they cause problems.

Why Choose Us

Complete transparency, adaptability, and unwavering focus on the long-term partnership.

Claude Select Partner

We build with Claude every day, both in our own delivery work and in production AI systems for clients. That hands-on experience means we know where the models perform independently and where they still need an engineer's judgment.

AWS Partnership & Technical Depth

As an AWS Certified Partner with expertise across Azure and Google Cloud, we bring infrastructure and architecture knowledge that perfectly complements our core development capabilities.

SOC 2 Type 2 Certified

We maintain rigorous security standards with SOC 2 Type 2 certification, comprehensive background checks for all employees, ongoing security training, and Mobile Device Management for all company devices.

Nearshore Excellence

We were one of the first to recognize Costa Rica's potential as a nearshore development hub, and we’ve spent more than two decades perfecting our model.

30-Day Satisfaction Guarantee

We offer a 30-day guarantee on every new resource for the entire life of the engagement. If you aren't satisfied within the first month, you don’t pay.

40+ Long-Term Client Relationships

Our average client tenure is over three years, with more than 25% of our clients partnering with us for five years or more. These are partnerships built on mutual success.

our testimonials

Customer experiences that
speak for themselves

Their practical knowledge on the AI side… is also highly impressive.

The quality of their resources has been exceptionally high and consistent. Their backbench of technical expertise is a game-changer.

The degree of engagement and communication exhibited by their team was remarkable.

I can confidently say that my experience working with First Factory left me entirely delighted with both the process and the end result.

Since launching our platform, our audience has been growing exponentially.

First Factory's agility and development speed were their most impressive assets. Whenever we requested something, their turnaround time was commendable. There was nothing First Factory could have improved on.

First Factory’s responsiveness to our requests and issues is excellent.

First Factory’s resources are very technically skilled. Additionally, they provide strong customer service and are very adaptable to our processes.

I always trust them to get the work done

First Factory is always on point with execution. They’re thorough and often finish ahead of schedule.

Exactly what we needed.

We were able to successfully launch our mobile app because of the work that they provided, which was a huge cost savings driver for our company.

Everything has been great.

First Factory has great cost and relationship management, strong performance management, and quality candidates.

The application is incredibly well-designed and has some of the highest-quality work we’ve seen.

We were really impressed with their grasp and understanding of the problems we brought to them. First Factory was flexible and accommodating to ensure we had the right individuals working on the project.

They’re always on time, and they’re committed.

Their flexibility and project management are the highlights of working with them, especially because you never know what will happen in our industry.

Their practical knowledge on the AI side… is also highly impressive.

The quality of their resources has been exceptionally high and consistent. Their backbench of technical expertise is a game-changer.

The degree of engagement and communication exhibited by their team was remarkable.

I can confidently say that my experience working with First Factory left me entirely delighted with both the process and the end result.

Since launching our platform, our audience has been growing exponentially.

First Factory's agility and development speed were their most impressive assets. Whenever we requested something, their turnaround time was commendable. There was nothing First Factory could have improved on.

First Factory’s responsiveness to our requests and issues is excellent.

First Factory’s resources are very technically skilled. Additionally, they provide strong customer service and are very adaptable to our processes.

I always trust them to get the work done

First Factory is always on point with execution. They’re thorough and often finish ahead of schedule.

Exactly what we needed.

We were able to successfully launch our mobile app because of the work that they provided, which was a huge cost savings driver for our company.

Everything has been great.

First Factory has great cost and relationship management, strong performance management, and quality candidates.

The application is incredibly well-designed and has some of the highest-quality work we’ve seen.

We were really impressed with their grasp and understanding of the problems we brought to them. First Factory was flexible and accommodating to ensure we had the right individuals working on the project.

They’re always on time, and they’re committed.

Their flexibility and project management are the highlights of working with them, especially because you never know what will happen in our industry.

our process

From Alignment to Delivery,
Without the Chaos

  1. Data Flow Assessment
    Our engineers map your existing data sources, systems, and volume requirements to design a pipeline architecture that fits your scale and reliability needs.
  1. Pipeline & Warehouse DesignBefore building anything, we design the ETL processes, schema, and storage architecture using Snowflake, Kafka, or Hadoop. This planning phase prevents costly rework later and keeps every pipeline aligned with how your business actually uses data.
  1. Development & Testing
    Our engineers build and test the pipelines, validating data accuracy and performance under real production volume before anything goes live.
  1. Monitoring & Optimization
    Our engineers monitor pipeline health, resolve failures quickly, and optimize performance as your data volume grows.
COMPARE YOUR OPTIONS

Nearshore Software Delivery, No Tradeoffs

Your Options
Traditional Offshore Vendors
Hiring In House
U.S. time zone alignment
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Flexible engagement models
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Ramp up/down capacity as needed
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Direct access to dedicated full-time engineers
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Built-in management support and oversight
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High team tenure & employee satisfaction
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Enterprise security + SOC 2 Type 2 Compliance
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30-day risk-free guarantee
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Frequently asked questions

Everything you want to know explained clearly

What tools do your data engineers use?

Snowflake for warehousing, Kafka for real-time streaming, Hadoop for distributed processing, and modern orchestration tools for batch jobs. We work on AWS, Azure, and Google Cloud and choose the stack based on your data volume, latency needs, and existing systems.

Do we need batch or real-time data pipelines?

Batch fits reporting, reconciliation, and anything where an hourly or daily refresh is acceptable. Real-time streaming fits fraud detection, live dashboards, and features that react to events as they happen. Most companies need both, and we design each pipeline for the latency its use case requires.

Can you migrate our data warehouse to Snowflake?

Yes. We plan the schema, move historical data, rebuild the pipelines, and validate results against your existing reports before cutover, so dashboards and downstream users don't break during the move.

How do you keep data accurate across pipelines?

Validation runs at every stage: schema checks, row counts, null and duplicate detection, and reconciliation against source systems. Monitoring alerts your team when a pipeline fails or data drifts, and governance standards define who owns each dataset and who can access it.

Can data engineering support our AI and machine learning work?

Yes. AI models are only as good as the data behind them. We build the pipelines, warehouses, and data quality controls that machine learning depends on, and our AI development team can take the work from there.

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